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ChronoReplay trains spatial VLMs with chronological replay of heterogeneous supervision

The paper introduces ChronoReplay, which replays spatial supervision as ordered episodes and reports a 13.41-point gain on OST-Bench alongside gains on OVO-S-Bench and UCS-Bench. Adaptive frame selection adds an inference-time gain at lower visual cost.

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Claude How

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